--- title: Apache Kafka Reviews meta\_title: 'Apache Kafka Reviews 2026: Details, Pricing, & Features | G2' meta\_description: Filter 132 reviews by the users' company size, role or industry to find out how Apache Kafka works for a business like yours. aggregate\_rating: rating\_value: 4.5 review\_count: 132 scale: '5' date\_modified: '2026-08-09' parent\_category: name: Big Data url: https://www.g2.com/categories/big-data --- ### Apache Kafka Pros and Cons: Top 5 Advantages and Disadvantages #### Quick AI Summary Based on G2 Reviews Generated from real user reviews Users highlight the **high scalability** of Apache Kafka, making it perfect for growing data volumes in enterprises. [(5 mentions)](https://www.g2.com/products/apache-kafka/reviews?filters%5Bsentiment_snippet%5D=1607356&qs=pros-and-cons#reviews) Users value the **real-time data processing** of Apache Kafka, appreciating its speed, scalability, and reliability across systems. [(3 mentions)](https://www.g2.com/products/apache-kafka/reviews?filters%5Bsentiment_snippet%5D=1607701&qs=pros-and-cons#reviews) Users appreciate the **easy integrations** of Apache Kafka, enjoying seamless connections with their Java applications. [(2 mentions)](https://www.g2.com/products/apache-kafka/reviews?filters%5Bsentiment_snippet%5D=1607769&qs=pros-and-cons#reviews) Users praise the **high scalability and performance** of Apache Kafka, making it perfect for handling large data volumes. [(2 mentions)](https://www.g2.com/products/apache-kafka/reviews?filters%5Bsentiment_snippet%5D=1607741&qs=pros-and-cons#reviews) Users value the **high scalability and performance** of Apache Kafka, making it perfect for handling growing data volumes. [(2 mentions)](https://www.g2.com/products/apache-kafka/reviews?filters%5Bsentiment_snippet%5D=1607949&qs=pros-and-cons#reviews) Users struggle with the **operational complexity** of Apache Kafka, which increases resource consumption and limits message queuing capabilities. [(1 mentions)](https://www.g2.com/products/apache-kafka/reviews?filters%5Bsentiment_snippet%5D=2314620&qs=pros-and-cons#reviews) Users find the **data management issues** overwhelming, especially smaller teams needing dedicated expertise for maintenance and scaling. [(1 mentions)](https://www.g2.com/products/apache-kafka/reviews?filters%5Bsentiment_snippet%5D=2446024&qs=pros-and-cons#reviews) Users find that **debugging issues** in Apache Kafka can be challenging and requires significant effort to resolve. [(1 mentions)](https://www.g2.com/products/apache-kafka/reviews?filters%5Bsentiment_snippet%5D=1607592&qs=pros-and-cons#reviews) Users find the **difficult learning curve** of Apache Kafka overwhelming, especially for smaller teams needing dedicated expertise. [(1 mentions)](https://www.g2.com/products/apache-kafka/reviews?filters%5Bsentiment_snippet%5D=2446055&qs=pros-and-cons#reviews) Users find the **limited customization** in Apache Kafka challenging, particularly during initial setup and management tasks. [(1 mentions)](https://www.g2.com/products/apache-kafka/reviews?filters%5Bsentiment_snippet%5D=2184783&qs=pros-and-cons#reviews) ### 5 Pros or Advantages of Apache Kafka ##### 1. Scalability Users highlight the **high scalability** of Apache Kafka, making it perfect for growing data volumes in enterprises. [ See 5 mentions ](https://www.g2.com/products/apache-kafka/reviews?filters%5Bsentiment_snippet%5D=1607356&qs=pros-and-cons#reviews) See Related User Reviews ![Dakalo M.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Dakalo M.") DM Dakalo M. Small-Business (50 or fewer emp.) 5.0/5 "Unmatched Scalability and Performance for Enterprise Data Growth" What do you like about Apache Kafka? High scalability and performance making it ideal for growing data volumes in enterprises. ![Priyanka R.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Priyanka R.") PR Priyanka R. Enterprise (\> 1000 emp.) 4.5/5 "Apache Kafka: Real-Time Data Streaming" What do you like about Apache Kafka? High throughput and low latency, scalability ,Durability & Fault Tolerance ,replay ability & Retention Kafka retains messages for a configu ##### 2. Real-time Data Users value the **real-time data processing** of Apache Kafka, appreciating its speed, scalability, and reliability across systems. [ See 3 mentions ](https://www.g2.com/products/apache-kafka/reviews?filters%5Bsentiment_snippet%5D=1607701&qs=pros-and-cons#reviews) See Related User Reviews ![Priyanka R.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Priyanka R.") PR Priyanka R. Enterprise (\> 1000 emp.) 4.5/5 "Apache Kafka: Real-Time Data Streaming" What do you like about Apache Kafka? High throughput and low latency, scalability ,Durability & Fault Tolerance ,replay ability & Retention Kafka retains messages for a configu ![Akshat J.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Akshat J.") AJ Akshat J. Mid-Market (51-1000 emp.) 4.5/5 "A strong and reliable tool for real-time data streaming" What do you like about Apache Kafka? Kafka handles large volumes of data really well and is very reliable once set up properly. We use it for real-time data processing between different p ##### 3. Easy Integrations Users appreciate the **easy integrations** of Apache Kafka, enjoying seamless connections with their Java applications. [ See 2 mentions ](https://www.g2.com/products/apache-kafka/reviews?filters%5Bsentiment_snippet%5D=1607769&qs=pros-and-cons#reviews) See Related User Reviews ![Akshat J.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Akshat J.") AJ Akshat J. Mid-Market (51-1000 emp.) 4.5/5 "A strong and reliable tool for real-time data streaming" What do you like about Apache Kafka? Kafka handles large volumes of data really well and is very reliable once set up properly. We use it for real-time data processing between different p ![Mohit G.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Mohit G.") MG Mohit G. Mid-Market (51-1000 emp.) 4.5/5 "Great tool for event processing" What do you like about Apache Kafka? Kafka is highly scalable and easy to manage. Its disctributed architecture makes it handy for big organisation like ours. Easy to integrate with our ##### 4. Performance Users praise the **high scalability and performance** of Apache Kafka, making it perfect for handling large data volumes. [ See 2 mentions ](https://www.g2.com/products/apache-kafka/reviews?filters%5Bsentiment_snippet%5D=1607741&qs=pros-and-cons#reviews) See Related User Reviews ![Dakalo M.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Dakalo M.") DM Dakalo M. Small-Business (50 or fewer emp.) 5.0/5 "Unmatched Scalability and Performance for Enterprise Data Growth" What do you like about Apache Kafka? High scalability and performance making it ideal for growing data volumes in enterprises. ![Abdullah H.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Abdullah H.") AH Abdullah H. Mid-Market (51-1000 emp.) 4.5/5 "Impressive High Performance" What do you like about Apache Kafka? High Performance and easy to use as event driven in Microservices ##### 5. Performance Efficiency Users value the **high scalability and performance** of Apache Kafka, making it perfect for handling growing data volumes. [ See 2 mentions ](https://www.g2.com/products/apache-kafka/reviews?filters%5Bsentiment_snippet%5D=1607949&qs=pros-and-cons#reviews) See Related User Reviews ![Dakalo M.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Dakalo M.") DM Dakalo M. Small-Business (50 or fewer emp.) 5.0/5 "Unmatched Scalability and Performance for Enterprise Data Growth" What do you like about Apache Kafka? High scalability and performance making it ideal for growing data volumes in enterprises. ![Abdullah H.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Abdullah H.") AH Abdullah H. Mid-Market (51-1000 emp.) 4.5/5 "Impressive High Performance" What do you like about Apache Kafka? High Performance and easy to use as event driven in Microservices ### 5 Cons or Disadvantages of Apache Kafka ##### 1. Complexity Users struggle with the **operational complexity** of Apache Kafka, which increases resource consumption and limits message queuing capabilities. [ See 1 mentions ](https://www.g2.com/products/apache-kafka/reviews?filters%5Bsentiment_snippet%5D=2314620&qs=pros-and-cons#reviews) See Related User Reviews ![Priyanka R.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Priyanka R.") PR Priyanka R. Enterprise (\> 1000 emp.) 4.5/5 "Apache Kafka: Real-Time Data Streaming" What do you dislike about Apache Kafka? Operational complexity, High resource consumption, limited Message Queuing Features ##### 2. Data Management Issues Users find the **data management issues** overwhelming, especially smaller teams needing dedicated expertise for maintenance and scaling. [ See 1 mentions ](https://www.g2.com/products/apache-kafka/reviews?filters%5Bsentiment_snippet%5D=2446024&qs=pros-and-cons#reviews) See Related User Reviews ![Dakalo M.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Dakalo M.") DM Dakalo M. Small-Business (50 or fewer emp.) 5.0/5 "Unmatched Scalability and Performance for Enterprise Data Growth" What do you dislike about Apache Kafka? It requires dedicated expertise for monitoring, scaling, and maintenance. Smaller teams often find this overwhelming. ##### 3. Debugging Issues Users find that **debugging issues** in Apache Kafka can be challenging and requires significant effort to resolve. [ See 1 mentions ](https://www.g2.com/products/apache-kafka/reviews?filters%5Bsentiment_snippet%5D=1607592&qs=pros-and-cons#reviews) See Related User Reviews ![Akshat J.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Akshat J.") AJ Akshat J. Mid-Market (51-1000 emp.) 4.5/5 "A strong and reliable tool for real-time data streaming" What do you dislike about Apache Kafka? Initial setup and configuration can be a bit tricky, especially if you’re new to distributed systems. Managing brokers and zookeepers manually can get ##### 4. Difficult Learning Users find the **difficult learning curve** of Apache Kafka overwhelming, especially for smaller teams needing dedicated expertise. [ See 1 mentions ](https://www.g2.com/products/apache-kafka/reviews?filters%5Bsentiment_snippet%5D=2446055&qs=pros-and-cons#reviews) See Related User Reviews ![Dakalo M.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Dakalo M.") DM Dakalo M. Small-Business (50 or fewer emp.) 5.0/5 "Unmatched Scalability and Performance for Enterprise Data Growth" What do you dislike about Apache Kafka? It requires dedicated expertise for monitoring, scaling, and maintenance. Smaller teams often find this overwhelming. ##### 5. Limited Customization Users find the **limited customization** in Apache Kafka challenging, particularly during initial setup and management tasks. [ See 1 mentions ](https://www.g2.com/products/apache-kafka/reviews?filters%5Bsentiment_snippet%5D=2184783&qs=pros-and-cons#reviews) See Related User Reviews ![Akshat J.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Akshat J.") AJ Akshat J. Mid-Market (51-1000 emp.) 4.5/5 "A strong and reliable tool for real-time data streaming" What do you dislike about Apache Kafka? Initial setup and configuration can be a bit tricky, especially if you’re new to distributed systems. Managing brokers and zookeepers manually can get ## Top-Rated Alternatives [ ![Confluent](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_b087379a1153e7d513f37c83481c8ced/confluent.png "Confluent") Confluent 4.4/5(114) ](https://www.g2.com/products/confluent/reviews) [ ![Google Cloud Pub/Sub](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_aeae116c52945fdecd7ed16d621cb315/google-cloud-pub-sub.png "Google Cloud Pub/Sub") Google Cloud Pub/Sub 4.5/5(39) ](https://www.g2.com/products/google-cloud-pub-sub/reviews) [ ![MuleSoft Anypoint Platform](https://images.g2crowd.com/uploads/product/hd_favicon/d763ac0221fcc0848182458b48016e06/mulesoft-anypoint-platform%282%29.svg "MuleSoft Anypoint Platform") MuleSoft Anypoint Platform 4.5/5(775) ](https://www.g2.com/products/mulesoft-anypoint-platform/reviews) [ View All Alternatives ](https://www.g2.com/products/apache-kafka/competitors/alternatives) ![Verified User in Hospital & Health Care](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Hospital & Health Care") CH Verified User in Hospital & Health Care Enterprise (\> 1000 emp.) 10/12/2023 "Distributed real time messaging system" 5/5 What do you like best about Apache Kafka? Support pub-sup. Pipeline streaming, many connectors Review collected by and hosted on G2.com. What do you dislike about Apache Kafka? Difficult to achieve atomic principles like transaction. Review collected by and hosted on G2.com. What problems is Apache Kafka solving and how is that benefiting you? Highly scaled real time data processing, Data sync with other system Review collected by and hosted on G2.com. Show More Validated ReviewerSource: Organic ![Shivraj K.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Shivraj K.") SK Shivraj K. Software development engineer 2 Mid-Market (51-1000 emp.) 2/21/2023 "Easy to use and integrate" 4/5 What do you like best about Apache Kafka? Apache Kafka provides out-of-the-box integration with any programming language, preferably java, and multiple subsequent versions of Kafka solve multiple old problems, making it easy to integrate for data streaming. Review collected by and hosted on G2.com. What do you dislike about Apache Kafka? The kafka docs needs to be improve such that any new developer can use this easily and any enhancement in version should be clearly mention in docs to avoid here and there searching. Review collected by and hosted on G2.com. What problems is Apache Kafka solving and how is that benefiting you? Apache Kafka helps consume a large set of data and analyse the data to obtain the desired result; the broker feature in Kafka is highly reliable and scalable. Apache Kafka helps in streaming large sets of data. Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite ![Paranjothi M.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Paranjothi M.") PM Paranjothi M. Documentation Enterprise (\> 1000 emp.) 3/17/2023 "Best Product for Event Driven Architecture" 5/5 What do you like best about Apache Kafka? Scalable, accountable, easy to upgrade the security, and easy to maintain the product by own, one message - multiple consumers and UI for checking the message commit Review collected by and hosted on G2.com. What do you dislike about Apache Kafka? Need configuration for a different version and easy-to-understand document for new users and events to be organized in major cities like Bangalore. Share the knowledge to users Review collected by and hosted on G2.com. What problems is Apache Kafka solving and how is that benefiting you? Event streaming and Message Queue, I used this mostly for message queue because not to lose the events and have to be more scalable based on the message I receive. Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite JJ John J. Consultant Enterprise (\> 1000 emp.) 10/26/2022 "Kafka message broker is awesome" 5/5 What do you like best about Apache Kafka? Latency is very low and it's good to use. Kafka is a very good tool if someone is looking for message broker to use please go for it then you will come to know why I'm posting it. Review collected by and hosted on G2.com. What do you dislike about Apache Kafka? Sometimes Kafka throws some errors in the Kafka portal gui and even if they throw error it's easy to find the room cause of the issue and we can fix it as quickly as possible. Review collected by and hosted on G2.com. What problems is Apache Kafka solving and how is that benefiting you? Apache Kafka broker is again one of the good tool and not sure wheather we can replace it with any other services so far I feel one of the good tool to use for message broker. Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerIncentivizedSource: G2 invite ![Verified User in Computer Software](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Computer Software") UC Verified User in Computer Software Mid-Market (51-1000 emp.) 11/18/2022 "Apache Kafka at scale" 4.5/5 What do you like best about Apache Kafka? The overall community around Kafka is pretty well established. There are tons of existing open source project that enhance the use cases that just Kafka alone does not provide. Things like celery or flower have integrations for most queues but most projects often start off with Kafka as their primary queue. It's easy to manage at scale. Review collected by and hosted on G2.com. What do you dislike about Apache Kafka? One of the use cases where Kafka fails is Exactly once transmission of messages. AWS SQS provides this and is highly competent at that. This is not a very big issue but having two different queues in the same service becomes confusing at times. Review collected by and hosted on G2.com. What problems is Apache Kafka solving and how is that benefiting you? Apache Kafka works as a message broker and allows us to process messages asynchronously. This helps us save cost. Provide better response times. At the same time, a self hosted Kafka turns out cheaper than most alternatives at scale. Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite ![Verified User in Information Technology and Services](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Information Technology and Services") UI Verified User in Information Technology and Services Enterprise (\> 1000 emp.) 3/30/2023 "Best stream processing technology" 4.5/5 What do you like best about Apache Kafka? Durable and robust. Easy to use with support of many languages Review collected by and hosted on G2.com. What do you dislike about Apache Kafka? Sometimes it become hard to implement in python Review collected by and hosted on G2.com. What problems is Apache Kafka solving and how is that benefiting you? It is solving problem of message queue with distributed processing Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerIncentivizedSource: G2 invite ![Geras G.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Geras G.") GG Geras G. Team Lead Small-Business (50 or fewer emp.) 7/19/2022 "Apache Kafka is good, but not always needed" 5/5 What do you like best about Apache Kafka? It's good for keeping queue messages always or for some period. You can use Apache Kafka for big projects where you want to store your messages (actions) and want to come to it later and analyze your data. I recommend it to use in Event Sourcing architecture where your source of truth is Kafka messages. Review collected by and hosted on G2.com. What do you dislike about Apache Kafka? It's hard to manage, The price of Apache. Kafka service is not cheap, if your application needs to have some messaging to transfer some data you need to think about some cloud simple queue messages if it works for you then I recommend using RabidMQ, Amazon Sqs, or Google PubSub Review collected by and hosted on G2.com. What problems is Apache Kafka solving and how is that benefiting you? Apache Kafka was originally used to move messages between systems with very high throughput. Kafka is considered to be in the class of applications known as message-oriented middleware. Kafka has several key responsibilities: decouples producer applications from consumers, makes data a first-class citizen in an organization, an enabler for event-driven applications, and facilitates the real-time processing of unbounded data streams. Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite ![Amit P.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Amit P.") AP Amit P. Senior Software Engineer Enterprise (\> 1000 emp.) 9/27/2022 "Kafka in retail at scale" 4/5 What do you like best about Apache Kafka? Speed at which it transmits and ability to handle a large number of messages seamlessly. I have used it in scenarios where millions of data were to be communicated between microservices and kafka is able to handle it very well. Review collected by and hosted on G2.com. What do you dislike about Apache Kafka? No inbuilt retry mechanisms, like after consuming if the server isn't able to process the request and throughs exception, we manually do the retries by putting the same message in the queue again and again. Review collected by and hosted on G2.com. What problems is Apache Kafka solving and how is that benefiting you? Major problem that I see kafka is solving is for microservices interaction. Instead of api calls between multiple microservices we use kafka and it helps in parallel processing too. Thus enabling faster responses. Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite MM Malathi M. Programmer Analyst Executive Enterprise (\> 1000 emp.) 7/15/2022 "Kafka - Best Messaging Pub/Sub Streaming Storage Service" 4.5/5 What do you like best about Apache Kafka? Low latency - milliseconds & throughtput Decoupling layer Unlimited retention Asynchronous Kafka's different semantics & latest exactly once guarantee Fault tolerance HA through replication Kafka connect connectors integrations Kstreams topic-topic transforms KSQL streaming SQL real-time analytics Review collected by and hosted on G2.com. What do you dislike about Apache Kafka? Ordering issues on late arrival Data Compression & decompression slows performance in AVRO Full-fledged Kafka monitoring tool - we need confluent Kafka for this Setting up the cluster & management, even though coordinating & maintenance done by the zookeeper Provisioned throughput error, retires,& exception issues if not properly taken care Review collected by and hosted on G2.com. What problems is Apache Kafka solving and how is that benefiting you? Kafka acts as a streaming pub/sub layer to pump the CDC event change data published from on-prem database events to GCP cloud. Benefited by SLA, performance - ms latency for data streaming & processing solution Kafka can be used as long-term storage which can be used for BATCH ETL downstream operations as well. Replication & fault tolerance Asynchronous Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite ![Vaibhav P.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Vaibhav P.") VP Vaibhav P. Site Reliability Engineer Small-Business (50 or fewer emp.) 11/28/2022 "its onr of best video streaming plstform" 3.5/5 What do you like best about Apache Kafka? It is swift and its easy to use, The analytics is very dynamic to get information in real-time.Lightning Fast In-Memory Cluster Computing Framework Cluster to distribute large data of calculation. Review collected by and hosted on G2.com. What do you dislike about Apache Kafka? Optimization could be difficult to do as its not happening automatically, not best when we have multiple users. There could be issues with the File management and with the small files. Review collected by and hosted on G2.com. What problems is Apache Kafka solving and how is that benefiting you? It helping with streaming platform and analytics part is handled dynamically Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite ## Work at The Apache Software Foundation? Claim this profile to respond to reviews, update product info, and reach in-market buyers. 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